
"""simple docstring"""



import argparse
import os
import re

import packaging.version


a       :						Optional[int]       		=		'''examples/'''
a       :						List[str]       		=		{
    '''examples''': (re.compile(r'''^check_min_version\("[^"]+"\)\s*$''', re.MULTILINE), '''check_min_version("VERSION")\n'''),
    '''init''': (re.compile(r'''^__version__\s+=\s+"([^"]+)"\s*$''', re.MULTILINE), '''__version__ = "VERSION"\n'''),
    '''setup''': (re.compile(r'''^(\s*)version\s*=\s*"[^"]+",''', re.MULTILINE), r'''\1version="VERSION",'''),
    '''doc''': (re.compile(r'''^(\s*)release\s*=\s*"[^"]+"$''', re.MULTILINE), '''release = "VERSION"\n'''),
}
a       :						Union[str, Any]       		=		{
    '''init''': '''src/transformers/__init__.py''',
    '''setup''': '''setup.py''',
}
a       :						str       		=		'''README.md'''


def 			_UpperCamelCase						(    _A       ,   _A       ,   _A   )     ->	str:





    """simple docstring"""

    with open(_A       ,   """r"""       ,   encoding="""utf-8"""       ,   newline="""\n"""   ) as f:
        _UpperCAmelCase        = f.read()
    _UpperCAmelCase     ,_UpperCAmelCase        = REPLACE_PATTERNS[pattern]
    _UpperCAmelCase        = replace.replace("""VERSION"""       ,   _A   )
    _UpperCAmelCase        = re_pattern.sub(_A       ,   _A   )
    with open(_A       ,   """w"""       ,   encoding="""utf-8"""       ,   newline="""\n"""   ) as f:
        f.write(_A   )


def 			_UpperCamelCase						(    _A   )     ->	Dict:





    """simple docstring"""

    for folder, directories, fnames in os.walk(_A   ):
        # Removing some of the folders with non-actively maintained examples from the walk
        if "research_projects" in directories:
            directories.remove("""research_projects"""   )
        if "legacy" in directories:
            directories.remove("""legacy"""   )
        for fname in fnames:
            if fname.endswith(""".py"""   ):
                update_version_in_file(os.path.join(_A       ,   _A   )       ,   _A       ,   pattern="""examples"""   )


def 			_UpperCamelCase						(    _A       ,   _A=False   )     ->	Tuple:





    """simple docstring"""

    for pattern, fname in REPLACE_FILES.items():
        update_version_in_file(_A       ,   _A       ,   _A   )
    if not patch:
        update_version_in_examples(_A   )


def 			_UpperCamelCase						(    )     ->	List[str]:





    """simple docstring"""

    _UpperCAmelCase        = """🤗 Transformers currently provides the following architectures"""
    _UpperCAmelCase        = """1. Want to contribute a new model?"""
    with open(_A       ,   """r"""       ,   encoding="""utf-8"""       ,   newline="""\n"""   ) as f:
        _UpperCAmelCase        = f.readlines()

    # Find the start of the list.
    _UpperCAmelCase        = 0
    while not lines[start_index].startswith(_start_prompt   ):
        start_index += 1
    start_index += 1

    _UpperCAmelCase        = start_index
    # Update the lines in the model list.
    while not lines[index].startswith(_end_prompt   ):
        if lines[index].startswith("""1."""   ):
            _UpperCAmelCase        = lines[index].replace(
                """https://huggingface.co/docs/transformers/main/model_doc"""       ,   """https://huggingface.co/docs/transformers/model_doc"""       ,   )
        index += 1

    with open(_A       ,   """w"""       ,   encoding="""utf-8"""       ,   newline="""\n"""   ) as f:
        f.writelines(_A   )


def 			_UpperCamelCase						(    )     ->	Dict:





    """simple docstring"""

    with open(REPLACE_FILES["""init"""]       ,   """r"""   ) as f:
        _UpperCAmelCase        = f.read()
    _UpperCAmelCase        = REPLACE_PATTERNS["""init"""][0].search(_A   ).groups()[0]
    return packaging.version.parse(_A   )


def 			_UpperCamelCase						(    _A=False   )     ->	Optional[Any]:





    """simple docstring"""

    _UpperCAmelCase        = get_version()
    if patch and default_version.is_devrelease:
        raise ValueError("""Can't create a patch version from the dev branch, checkout a released version!"""   )
    if default_version.is_devrelease:
        _UpperCAmelCase        = default_version.base_version
    elif patch:
        _UpperCAmelCase        = F"""{default_version.major}.{default_version.minor}.{default_version.micro + 1}"""
    else:
        _UpperCAmelCase        = F"""{default_version.major}.{default_version.minor + 1}.0"""

    # Now let's ask nicely if that's the right one.
    _UpperCAmelCase        = input(F"""Which version are you releasing? [{default_version}]"""   )
    if len(_A   ) == 0:
        _UpperCAmelCase        = default_version

    print(F"""Updating version to {version}."""   )
    global_version_update(_A       ,   patch=_A   )
    if not patch:
        print("""Cleaning main README, don't forget to run `make fix-copies`."""   )
        clean_main_ref_in_model_list()


def 			_UpperCamelCase						(    )     ->	Dict:





    """simple docstring"""

    _UpperCAmelCase        = get_version()
    _UpperCAmelCase        = F"""{current_version.major}.{current_version.minor + 1}.0.dev0"""
    _UpperCAmelCase        = current_version.base_version

    # Check with the user we got that right.
    _UpperCAmelCase        = input(F"""Which version are we developing now? [{dev_version}]"""   )
    if len(_A   ) == 0:
        _UpperCAmelCase        = dev_version

    print(F"""Updating version to {version}."""   )
    global_version_update(_A   )
    print("""Cleaning main README, don't forget to run `make fix-copies`."""   )
    clean_main_ref_in_model_list()


if __name__ == "__main__":
 a       :						Union[str, Any]       		=		argparse.ArgumentParser()
 parser.add_argument('''--post_release''', action='''store_true''', help='''Whether this is pre or post release.''')
 parser.add_argument('''--patch''', action='''store_true''', help='''Whether or not this is a patch release.''')
 a       :						Tuple       		=		parser.parse_args()
 if not args.post_release:
  pre_release_work(patch=args.patch)
 elif args.patch:
  print('''Nothing to do after a patch :-)''')
 else:
  post_release_work()

"""simple docstring"""



import cva
import numpy as np




class 		a_    :







    def __init__(      self      :							Optional[Any]  ,       __UpperCamelCase      :							float  ,       __UpperCamelCase      :							int  )		->Dict:






        '''simple docstring'''






        if k in (0.0_4, 0.0_6):
            _UpperCAmelCase        = k
            _UpperCAmelCase        = window_size
        else:
            raise ValueError("""invalid k value"""  )







    def __str__(      self      :							Tuple  )		->str:






        '''simple docstring'''






        return str(self.k  )







    def   _snake_case       (      self      :							str  ,       __UpperCamelCase      :							str  )		->tuple[cva.Mat, list[list[int]]]:






        '''simple docstring'''






        _UpperCAmelCase        = cva.imread(__UpperCamelCase  ,       0  )
        _UpperCAmelCase     ,_UpperCAmelCase        = img.shape
        _UpperCAmelCase        = []
        _UpperCAmelCase        = img.copy()
        _UpperCAmelCase        = cva.cvtColor(__UpperCamelCase  ,       cva.COLOR_GRAY2RGB  )
        _UpperCAmelCase     ,_UpperCAmelCase        = np.gradient(__UpperCamelCase  )
        _UpperCAmelCase        = dx**2
        _UpperCAmelCase        = dy**2
        _UpperCAmelCase        = dx * dy
        _UpperCAmelCase        = 0.0_4
        _UpperCAmelCase        = self.window_size // 2
        for y in range(__UpperCamelCase  ,       h - offset  ):
            for x in range(__UpperCamelCase  ,       w - offset  ):
                _UpperCAmelCase        = ixx[
                    y - offset : y + offset + 1, x - offset : x + offset + 1
                ].sum()
                _UpperCAmelCase        = iyy[
                    y - offset : y + offset + 1, x - offset : x + offset + 1
                ].sum()
                _UpperCAmelCase        = ixy[
                    y - offset : y + offset + 1, x - offset : x + offset + 1
                ].sum()

                _UpperCAmelCase        = (wxx * wyy) - (wxy**2)
                _UpperCAmelCase        = wxx + wyy
                _UpperCAmelCase        = det - k * (trace**2)
                # Can change the value
                if r > 0.5:
                    corner_list.append([x, y, r]  )
                    color_img.itemset((y, x, 0)  ,       0  )
                    color_img.itemset((y, x, 1)  ,       0  )
                    color_img.itemset((y, x, 2)  ,       2_55  )
        return color_img, corner_list


if __name__ == "__main__":
 a       :						List[Any]       		=		HarrisCorner(0.04, 3)
 a		,			a       :						List[Any]       		=		edge_detect.detect('''path_to_image''')
 cva.imwrite('''detect.png''', color_img)